A Real-World Benchmark for Reinforcement Learning based Recommender System
☆239Feb 3, 2024Updated 2 years ago
Alternatives and similar repositories for RL4RS
Users that are interested in RL4RS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆126Sep 24, 2026Updated 2 weeks ago
- This is a DQN-based recommendation system for item-list recommendation and it finally achieved second place in the competition of RL-base…☆11Oct 8, 2021Updated 5 years ago
- Reinforced Recommendation toolkit built around pytorch 1.7☆587Dec 8, 2020Updated 5 years ago
- Deep Reinforcement Learning for Movies Recommendation System☆82Jan 5, 2020Updated 6 years ago
- Dataset Batch(offline) Reinforcement Learning for recommender system☆152Nov 1, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆40Nov 16, 2022Updated 3 years ago
- The implemetation of Deep Reinforcement Learning based Recommender System from the paper Deep Reinforcement Learning based Recommendation…☆122Jun 24, 2023Updated 3 years ago
- Recommendation System using Deep Q-Networks and Double Deep Q-Networks☆13May 23, 2020Updated 6 years ago
- Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising☆482Jul 9, 2021Updated 5 years ago
- Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems☆306May 4, 2023Updated 3 years ago
- NetEaseCrowd dataset, a collection of data obtained from You Ling crowdsourcing platform, Fuxi AI Lab, NetEase.☆14Dec 19, 2024Updated last year
- "Hierarchical Reinforcement Learning for Integrated Recommendation" (AAAI 2021) https://ojs.aaai.org/index.php/AAAI/article/view/16580☆58Sep 12, 2021Updated 5 years ago
- A Configurable Recommender Systems Simulation Platform☆784Jan 3, 2022Updated 4 years ago
- Course project for https://deeppavlov.ai/rl_course_2020☆39Jan 2, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆38Sep 10, 2024Updated 2 years ago
- RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems☆127Apr 26, 2022Updated 4 years ago
- Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.☆221Jun 1, 2021Updated 5 years ago
- Pytorch implementation of the paper "Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers".☆12Jan 22, 2023Updated 3 years ago
- Recommender system based on Flink and Reinforcement Learning☆111Nov 1, 2020Updated 5 years ago
- Source codes for our SIGIR '23 paper☆32Dec 14, 2023Updated 2 years ago
- ☆28Apr 22, 2024Updated 2 years ago
- An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos☆166Jan 6, 2026Updated 9 months ago
- Virtual-Taobao simulators with OpenAI Gym interface☆533Nov 18, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Customizable RecSys Simulator for OpenAI Gym☆26Dec 7, 2021Updated 4 years ago
- A collection of research and survey papers of reforcement learning (RL) based recommender system techniques.☆73Apr 3, 2020Updated 6 years ago
- A toolkit of Reinforcement Learning based Recommendation (RL4Rec)☆26Apr 11, 2022Updated 4 years ago
- LibRerank is a toolkit for re-ranking algorithms. There are a number of re-ranking algorithms, such as PRM, DLCM, GSF, miDNN, SetRank, EG…☆273Feb 21, 2022Updated 4 years ago
- This is the official implementation for the paper: "CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System"☆78Jan 2, 2024Updated 2 years ago
- A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.☆21Nov 29, 2020Updated 5 years ago
- ☆50Feb 4, 2024Updated 2 years ago
- Easy and Efficient Transformer : Scalable Inference Solution For Large NLP model☆262Nov 30, 2024Updated last year
- ☆15Sep 25, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,081May 23, 2024Updated 2 years ago
- RecBench: An Open Benchmark for Evaluating Recommendation Models https://openbenchmark.github.io/BARS☆393Nov 8, 2024Updated last year
- Deep reinforcement learning for recommendation system☆184Jul 1, 2019Updated 7 years ago
- A Large-scale Multimodal Dataset for recommender System☆188Mar 19, 2025Updated last year
- A unified, comprehensive and efficient recommendation library☆4,583Feb 24, 2025Updated last year
- Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation☆713Jun 3, 2024Updated 2 years ago
- 【CoG2020】Multi-source Data Multi-task Learning for Profiling Players in Online Games☆15Mar 29, 2022Updated 4 years ago